Risk Assessment Plot and Reclassification Metrics
The function anova_glm() returns the Chi^2 and degrees of freedom for ...
Statistical metrics and confidence intervals for classes
Statistical metrics with confidence intervals
Extract NRI confidence intervals
Extract confidence interval
The Original Calibration plot
The Calibration plot
The Contribution plot
The Decision curve
The Precision-Recall plot
The Risk Assessment Plot
The ROC plot
List meta data
Reclassification metrics with classes (ordinals) as inputs
Statistical metrics
List risk assessment metrics
Assessing the comparative performance of two logistic regression models or results of such models or classification models. Discrimination metrics include Integrated Discrimination Improvement (IDI), Net Reclassification Improvement (NRI), and difference in Area Under the Curves (AUCs), Brier scores and Brier skill. Plots include Risk Assessment Plots, Decision curves and Calibration plots. Methods are described in Pickering and Endre (2012) <doi:10.1373/clinchem.2011.167965> and Pencina et al. (2008) <doi:10.1002/sim.2929>.
Useful links